Xiaohui Chen

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20182024

K

-means for clustering probability distributions

5 citations · 6 across the 3 of their papers we have counts for

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math.ST2019

Diffusion $K$ -means clustering on manifolds: provable exact recovery via semidefinite relaxations

Xiaohui Chen, Yun Yang

We introduce the {\it diffusion $K$ -means} clustering method on Riemannian submanifolds, which maximizes the within-cluster connectedness based on the diffusion distance. The diffu…

Diffusion K-means clustering on manifolds: provable exact recovery via semidefinite relaxations

Diffusion $K$ -means clustering on manifolds: provable exact recovery via semidefinite relaxations